Triple

T11913226
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Highway 5 E283445 entity
Predicate tollOperator P78245 FINISHED
Object Metropistas
Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
E953134 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Metropistas | Statement: [Puerto Rico Highway 5, tollOperator, Metropistas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Metropistas
Context triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
  • A. Metros
    Metros is the nickname historically used for the MetroStars, the former Major League Soccer team now known as the New York Red Bulls.
  • B. Metropolitano
    Metropolitano is a former operator of the San Martín Line, a railway service in Argentina.
  • C. Transmetropolitan
    Transmetropolitan is a critically acclaimed cyberpunk comic book series written by Warren Ellis and illustrated by Darick Robertson, following gonzo journalist Spider Jerusalem as he battles corruption in a dystopian future city.
  • D. New Metropolis
    New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
  • E. Premetro
    Premetro is a light rail or tramway feeder line that connects outlying neighborhoods to the main Buenos Aires Subte (subway) network.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Metropistas
Triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
Generated description
Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Metropistas
Target entity description: Metropistas is a private concessionaire that operates and manages toll highways and related infrastructure in Puerto Rico.
  • A. Metros
    Metros is the nickname historically used for the MetroStars, the former Major League Soccer team now known as the New York Red Bulls.
  • B. Metropolitano
    Metropolitano is a former operator of the San Martín Line, a railway service in Argentina.
  • C. Transmetropolitan
    Transmetropolitan is a critically acclaimed cyberpunk comic book series written by Warren Ellis and illustrated by Darick Robertson, following gonzo journalist Spider Jerusalem as he battles corruption in a dystopian future city.
  • D. New Metropolis
    New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
  • E. Premetro
    Premetro is a light rail or tramway feeder line that connects outlying neighborhoods to the main Buenos Aires Subte (subway) network.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: tollOperator
Context triple: [Puerto Rico Highway 5, tollOperator, Metropistas]
  • A. operatesTollSystem
    Indicates that an entity is responsible for running and managing a toll collection system.
  • B. tollingAuthority chosen
    Indicates the entity that has the authority to impose, collect, or manage a toll on a given route, facility, or service.
  • C. tollRoadOf
    Indicates that a road segment is a toll road belonging to or associated with a particular roadway, route, or transportation network.
  • D. tollDevice
    Indicates a device is used to collect or process tolls for passage on a road, bridge, or similar infrastructure.
  • E. tollingType
    Indicates the specific method or basis by which a toll, fee, or charge is applied or calculated in a given context.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e528f6748190ac873a040a61fa93 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4185fd3588190807cc2906c4ce3fd completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
PD Predicate disambiguation batch_69d8bb3632ac8190b13e53c2b5db7125 completed April 10, 2026, 8:56 a.m.
Created at: April 8, 2026, 9:44 p.m.